DeepMind Technologies Limited patent applications on February 6th, 2025
Patent Applications by DeepMind Technologies Limited on February 6th, 2025
DeepMind Technologies Limited: 1 patent applications
DeepMind Technologies Limited has applied for patents in the areas of G06N3/08 (1), G06N3/088 (1) G06N3/08 (1)
With keywords such as: data, experience, neural, learning, piece, network, expected, progress, replay, and memory in patent application abstracts.
Patent Applications by DeepMind Technologies Limited
Inventor(s): Tom Schaul of London (GB) for deepmind technologies limited, John Quan of London (GB) for deepmind technologies limited, David Silver of Hitchin (GB) for deepmind technologies limited
IPC Code(s): G06N3/08, G06N3/088
CPC Code(s): G06N3/08
Abstract: methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for training a neural network used to select actions performed by a reinforcement learning agent interacting with an environment. in one aspect, a method includes maintaining a replay memory, where the replay memory stores pieces of experience data generated as a result of the reinforcement learning agent interacting with the environment. each piece of experience data is associated with a respective expected learning progress measure that is a measure of an expected amount of progress made in the training of the neural network if the neural network is trained on the piece of experience data. the method further includes selecting a piece of experience data from the replay memory by prioritizing for selection pieces of experience data having relatively higher expected learning progress measures and training the neural network on the selected piece of experience data.
DeepMind Technologies Limited patent applications on February 6th, 2025
